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The Art of A/B Testing
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Course Content

The Art of A/B Testing

The Art of A/B Testing

1. What is A/B testing?

Let's StartPrepare for the TestExample A/A Test

2. Normality Check

About NormalityDescriptive StatisticsChallenge: Descriptive StatsHistograms and Box Plots Challenge: Plotting HistsChallenge: Plotting BoxplotsShapiro TestChallenge: Shapiro Test

3. Variances in A/B Testing

Violin and Swarm PlotsChallenge: Violin and Swarm Plots (Part 1)Challenge: Violin and Swarm Plots (Part 2)Levene's TestChallenge: First Levene's TestChallenge: Second Levene's Test

4. T-Test

Graphical Results of Previous StudiesThe First T-TestChallenge: Second T-testThe Third T-TestChallenge: Fourth T-Test

5. U-Test

Metrics Challenge: Define metricChallenge: Another Normality TestThe First U-TestChallenge: The Second U-TestChallenge: The Last U-TestThe Third U-testResults

Challenge: Violin and Swarm Plots (Part 1)

Task

In this task, you need to build a violin and a swarm plot on the same canvas. These charts should be built for the 'Purchase' column. Compare the variances: are they similar?

  1. Import the libraries.
  2. Concatenate the dataframes.
  3. Build the violin plots.
  4. Build the swarm plots.

Task

In this task, you need to build a violin and a swarm plot on the same canvas. These charts should be built for the 'Purchase' column. Compare the variances: are they similar?

  1. Import the libraries.
  2. Concatenate the dataframes.
  3. Build the violin plots.
  4. Build the swarm plots.

Everything was clear?

Section 3. Chapter 2
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Challenge: Violin and Swarm Plots (Part 1)

Task

In this task, you need to build a violin and a swarm plot on the same canvas. These charts should be built for the 'Purchase' column. Compare the variances: are they similar?

  1. Import the libraries.
  2. Concatenate the dataframes.
  3. Build the violin plots.
  4. Build the swarm plots.

Task

In this task, you need to build a violin and a swarm plot on the same canvas. These charts should be built for the 'Purchase' column. Compare the variances: are they similar?

  1. Import the libraries.
  2. Concatenate the dataframes.
  3. Build the violin plots.
  4. Build the swarm plots.

Everything was clear?

Section 3. Chapter 2
toggle bottom row

Challenge: Violin and Swarm Plots (Part 1)

Task

In this task, you need to build a violin and a swarm plot on the same canvas. These charts should be built for the 'Purchase' column. Compare the variances: are they similar?

  1. Import the libraries.
  2. Concatenate the dataframes.
  3. Build the violin plots.
  4. Build the swarm plots.

Task

In this task, you need to build a violin and a swarm plot on the same canvas. These charts should be built for the 'Purchase' column. Compare the variances: are they similar?

  1. Import the libraries.
  2. Concatenate the dataframes.
  3. Build the violin plots.
  4. Build the swarm plots.

Everything was clear?

Task

In this task, you need to build a violin and a swarm plot on the same canvas. These charts should be built for the 'Purchase' column. Compare the variances: are they similar?

  1. Import the libraries.
  2. Concatenate the dataframes.
  3. Build the violin plots.
  4. Build the swarm plots.

Section 3. Chapter 2
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